Member of Technical Staff - Kernels (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Member of Technical Staff - Kernels (AI): Designing and maintaining high-performance kernels to optimize throughput and latency for frontier-scale AI systems with an accent on memory utilization and hardware efficiency. Focus on solving complex kernel optimization challenges for long-context workloads and evaluating alternative hardware platforms.
Location: On-site preferred in San Francisco or New York City, USA
Salary: $150,000 – $400,000
Company
An AI research company focused on building safe, advanced AI systems that automate research and code generation to solve global problems.
What you will do
- Design and implement kernels supporting high-performance long-context model behavior.
- Own the entire lifecycle of kernel design, implementation, deployment, and production reliability.
- Optimize memory movement, sustained throughput, and accelerator utilization for frontier-scale systems.
- Co-design kernels in collaboration with training, inference, and reinforcement learning teams.
- Evaluate and port compute kernels to alternative hardware platforms.
Requirements
- Low-level programming experience targeting AI accelerators such as GPUs or TPUs.
- Proficiency with kernel-authoring frameworks (e.g., CUDA, Triton, ROCm, Halide, CUTLASS).
- Deep expertise in computer architecture, memory systems, and low-level machine optimization.
- Strong understanding of training and inference workloads within machine learning systems.
- Must be based in or be able to relocate to the USA.
Nice to have
- Experience optimizing kernels specifically for long-context training or inference.
- Familiarity with attention kernel optimization or distributed training performance.
- Experience with non-GPU accelerator backends.
- Proven track record of deploying high-performance kernels in large-scale ML production.
Culture & Benefits
- Competitive salary and meaningful equity.
- Retirement plan with employer matching.
- Comprehensive health, dental, and vision insurance.
- Flexible paid time off.
- Relocation and visa support where possible.
- Collaborative, fast-moving environment focused on high-quality execution.
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